The air crackled with a silent fury. John had discovered the manuscript hidden under the mattress. Every page was a wound, each word a barb. He stood rigid, as though frozen in place, his hands clenched into fists. He had to stop himself from tearing it to shreds.

His breath came in short, shallow gasps. He imagined the scene: his partner, hunched over the computer, crafting these cruel descriptions, weaving these lies. The thought was a fresh stab.

He slowly walked towards the open window, his gaze fixed on the bustling street below. The noise, the lights, the movement – it all seemed distant, irrelevant. He needed to get away, to be alone, to process this betrayal. The air outside felt cold and unwelcoming.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

This story is one of 1,000 stories generated for the emotion enraged. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 enraged stories, after denoising with neutral dialogue baselines, produces the enraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enraged vector is projected through the unembedding matrix.

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285